用于FPGA的低功耗基数2 FFT加速器

Soumak Mookherjee, L. DeBrunner, V. DeBrunner
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引用次数: 10

摘要

本文提出了一种采用Radix-2算法的低功耗FFT加速器,并设计了一个8并行多径延迟换向器。与软件FFT例程相比,硬件加速器可以实现更好的性能和吞吐量。因此,FFT加速器在许多DSP处理器中使用。本文设计了一个Radix-2多径延迟换向器(R2MDC) FFT加速器,对输入采样进行8并行处理。该架构的硬件利用率为100%,只需要4个并行蝴蝶。它将吞吐量提高到传统R2MDC的8倍。因此,它可以在常规MDC加速器时钟频率的八分之一运行时实现类似的吞吐量,同时大致将栅极电容增加4倍。因此,它可以以比常规的Radix-2 MDC加速器更低的功率运行。我们在Xilinx Virtex FPGA上实现我们的设计,并测量面积、频率、延迟、吞吐量和功耗。我们表明,与R2MDC相比,我们的设计可以在FPGA上以类似的速率运行,同时将功耗降低25%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A low power radix-2 FFT accelerator for FPGA
This paper presents a low power FFT accelerator using a Radix-2 algorithm with an 8-parallel multi-path delay commutator. Hardware accelerators can achieve better performance and throughput compared to software FFT routines. Thus, FFT accelerators are used in many DSP processors. In this paper, a Radix-2 Multipath Delay Commutator (R2MDC) FFT accelerator is designed with 8-parallel processing of the input samples. The hardware utilization of the architecture is 100% requiring only 4 parallel butterflies. It increases the throughput to eight times that of the traditional R2MDC. Thus, it can achieve similar throughput while running at one eighth of the clock frequency for a regular MDC accelerator while roughly increasing the gate capacitance by 4 times. Thus, it can operate at a lower power than the regular Radix-2 MDC accelerator. We implement our design on the Xilinx Virtex FPGA and measure area, frequency, latency, throughput and power. We show that our design can operate at a similar rate while reducing the power by 25% on an FPGA compared to R2MDC.
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